Andrew Butler | DeepAI

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Featured Co-authors

Thanh Nguyen
20 publications
Arunesh Sinha
19 publications
Ramesha Karunasena
3 publications
Roy H. Kwon
2 publications
Roy Kwon
2 publications
Wai Tuck Wong
1 publication

research

∙ 08/16/2023

SCQPTH: an efficient differentiable splitting method for convex quadratic programming

We present SCQPTH: a differentiable first-order splitting method for con...

0 Andrew Butler, et al. ∙

research

∙ 04/14/2022

Gradient boosting for convex cone predict and optimize problems

Many problems in engineering and statistics involve both predictive fore...

0 Andrew Butler, et al. ∙

research

∙ 02/13/2022

Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

Prior work has successfully incorporated optimization layers as the last...

0 Wai Tuck Wong, et al. ∙

research

∙ 12/14/2021

Efficient differentiable quadratic programming layers: an ADMM approach

Recent advances in neural-network architecture allow for seamless integr...

0 Andrew Butler, et al. ∙